machines that predict the future

Gensyn builds AI that forecasts – and keeps improving – by verifiably closing the loop between prediction and reality.

animated timelapse of each open-1b node being auditedCompany · 15 Sept 2026Introducing open-1b: the first model you don’t have to trust
new researchers join Gensyn LabCompany · 23 Sept 2026Gensyn deepens prediction market research with new expertsAbstract glitch-art scene of a glowing human-like figure standing in a dark corridor, illuminated by harsh white light and fragmented by horizontal digital distortion, scan lines, and red-green-blue chromatic shifts.Research · 8 Sept 2026IR3DE-AXL: Collective Inference NetworkLMSR (Logarithmic Market Scoring Rule)Guide · 11 Dec 2025LMSR (Logarithmic Market Scoring Rule)

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Building Delphi: Pricing, Settlement, and Agentic TradingBuilding Delphi: Pricing, Settlement, and Agentic TradingEngineering · 7 May 2026Gensyn Launches Delphi: Decentralised Information MarketsGensyn Launches Delphi: Decentralised Information MarketsCompany · 22 Apr 2026Introducing AXL: Peer-to-Peer Communication for AIIntroducing AXL: Peer-to-Peer Communication for AIEngineering · 15 Apr 2026Introducing REE: Reproducible Execution EnvironmentIntroducing REE: Reproducible Execution EnvironmentProduct · 17 Mar 2026Introducing DelphiIntroducing DelphiProduct · 8 Dec 2025CodeZero: Extending RL-Swarm Toward Cooperative Coding AgentsCodeZero: Extending RL-Swarm Toward Cooperative Coding AgentsEngineering · 12 Nov 2025

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Cover ImageNobody is Paying for Good Forecasts on PurposeWhy order-book prediction markets run on rent, and the true costs of information aggregation.Research · 14 Oct 2026Credibly Neutral AI OraclesCredibly Neutral AI OraclesA credibly neutral AI report layer allows dispute mechanisms to use a higher voting threshold without sacrificing accurate resolution. The result is a system that is harder to manipulate and easier to verify.Research · 8 Jul 2026The Role of Feedback Alignment in Self-DistillationThe Role of Feedback Alignment in Self-DistillationWe propose step-aligned feedback for self-distillation: feedback that follows the solver's reasoning trace step by step. By anchoring training on reasoning rather than stylistic tokens, it resolves a central bottleneck of the method and outperforms the misaligned context types…Research · 12 Jun 2026Markets That Explain ThemselvesMarkets That Explain ThemselvesWe introduce evidence markets, a mechanism generalizing prediction markets by paying for both accurate forecasts AND the evidence that explains them. Evidence markets also generalize resolution by allowing the evidence gathered within a markets lifecycle to settle the market…Research · 10 Jun 2026
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